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Description
AlphaEarth Foundations, a cutting-edge AI model developed by DeepMind, functions as a "virtual satellite" by synthesizing extensive and diverse Earth observation data, which includes optical and radar imagery, 3D laser mapping, and climate simulations, into a compact and unified embedding for every 10x10 meter area of land and coastal regions. This innovative approach allows for efficient, on-demand mapping of planet-wide terrains while significantly reducing storage requirements compared to earlier systems. By merging various data streams, it adeptly addresses issues of data overload and inconsistencies, resulting in summaries that are 16 times smaller than those generated by traditional methods, all while achieving a remarkable 24% reduction in error for tested tasks, even in scenarios where labeled data is limited. The annual collections of embeddings are made available as the Satellite Embedding dataset on Google Earth Engine, and they are already being utilized by various organizations to classify previously unmapped ecosystems and to monitor changes in agriculture and the environment, showcasing the practical applications of this groundbreaking technology. This model not only enhances our understanding of Earth’s complexities but also paves the way for future advancements in environmental monitoring and conservation efforts.
Description
Access a comprehensive street and satellite mapping tool for the entire globe. You can effortlessly switch languages, alter color schemes, and choose different fonts to enhance your maps. Additionally, you have the option to customize maps, upload your own geospatial data, or create new data and publish it online. You can also clip, adjust colors, or merge several images to create a unique visual representation. These maps can be displayed on websites or utilized in GIS applications. For those who prefer command line operations, the MapTiler Engine can be called from your own software. Comprehensive examples and technical guidance are provided in the MapTiler manual to assist users. Moreover, the MapTiler Engine can be incorporated into your products for distribution. The application, along with all required dependencies, can be easily accessed as a Docker container. A simple command allows you to install MapTiler Engine on any Linux system. You can publish maps directly from your server or laptop, and run your own map server utilizing global data securely behind a firewall, or enjoy full offline capabilities. Furthermore, it's possible to convert images into maps directly on your computer or process satellite images of the entire planet using a cluster of computers, making it a versatile tool for a variety of mapping needs. This flexibility ensures that you can adapt the software to fit your specific project requirements.
API Access
Has API
No
API Access
Has API
Yes
Integrations
AlphaCode
Yes
Amazon S3
No
Docker
No
Gemini
Yes
Gemini Enterprise
Yes
Google Cloud Platform
No
Google Earth Engine
Yes
MetaLocator
No
Microsoft Azure
No
Integrations
AlphaCode
No
Amazon S3
Yes
Docker
Yes
Gemini
No
Gemini Enterprise
No
Google Cloud Platform
Yes
Google Earth Engine
No
MetaLocator
Yes
Microsoft Azure
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Google DeepMind
Founded
2010
Country
United States
Website
deepmind.google/discover/blog/alphaearth-foundations-helps-map-our-planet-in-unprecedented-detail/
Vendor Details
Company Name
MapTiler
Country
Switzerland
Website
www.maptiler.com
Product Features
Product Features
GIS
3D Imagery
No
Census Data Integration
No
Color Coding
No
Geocoding
No
Image Exporting
No
Image Management
No
Internet Mapping
No
Interoperability
No
Labeling
No
Map Creation
No
Map Sharing
No
Near-Matching
No
Reverse Geocoding
No
Spatial Analysis
No